D3: Bivariate Scatterplot - Cancelled vs Delayed Flights from SFO

<!DOCTYPE html>
<html lang = "en">
<head>
<meta charset="utf-8">
    <title> Cancelled vs Delayed Flights from SFO </title>
<style>

</style></head>
<body>
<script src="https://d3js.org/d3.v4.min.js"></script>
<script>

var margin = {top: 50, right: 50, bottom: 50, left: 50},
    width = 1000 - margin.left - margin.right,
    height = 500 - margin.top - margin.bottom;

var xScale = d3.scaleLinear()
              .range([0, width]);

var yScale = d3.scaleLinear()
    .range([height, 0]);

var xAxis = d3.axisBottom()
    .scale(xScale);

var yAxis = d3.axisLeft()
    .scale(yScale);

var svg = d3.select("body")
          .append("svg")
          .attr("width", width + margin.left + margin.right)
          .attr("height", height + margin.top + margin.bottom)
          .append("g")
          .attr("transform", "translate(" + margin.left + "," + margin.top + ")");

var dataset = [];

d3.csv("airlines.csv", function(data) {

// only want values from SFO
      data.forEach(function(d) {
        if (d.Code == "SFO"){
          dataset.push({delays:parseInt(d.Delayed), cancellations:parseInt(d.Cancelled)});
        }
      });

console.log(dataset);

xScale.domain([d3.min(dataset, function(d) { return d.delays; }), d3.max(dataset, function(d) { return d.delays; })]);
    yScale.domain([d3.min(dataset, function(d) { return d.cancellations; }), d3.max(dataset, function(d) { return d.cancellations; })]);

svg.append("g")
        .attr("class", "axis")
        .attr("transform", "translate(0," + height + ")")
        .call(xAxis);

svg.append("g")
        .attr("class", "axis")
        .call(yAxis);

svg.selectAll("points")
         .data(dataset)
         .enter()
         .append("circle")
         .attr("cx", function(d) {
            return xScale(d.delays);
         })
         .attr("cy", function(d) {
            return yScale(d.cancellations);
         })
         .attr("r", 1.5);

// text label for the y axis
    svg.append("text")
        .attr("transform", "rotate(-90)")
        .attr("y", 0 - margin.left)
        .attr("x",0 - (height / 2))
        .attr("dy", "1em")
        .style("text-anchor", "middle")
        .attr("font-family", "sans-serif")
        .style("font-size","11px")
        .text("Number of Flights Cancelled");

// text label for the x axis
    svg.append("text")             
        .attr("transform",
              "translate(" + (width/2) + " ," + 
                             (height + 40) + ")")
        .style("text-anchor", "middle")
        .attr("font-family", "sans-serif")
        .style("font-size","11px")
        .text("Number of Delayed Flights");

svg.append("text")
        .attr("transform", "translate(" + width/2 + "," + -20 + ")")
        .style("text-anchor", "middle")
        .attr("font-family", "sans-serif")
        .text("Number of Flights Cancelled vs Delayed Flights from SFO");
         
});
</script>
</body>
</html>

https://d3js.org/d3.v4.min.js